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louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Updated
2026-01-23
Lists
1 list mention
First commit
2020-09-24
History
7 history points
License
MIT
Issues
5 open
Forks
697
Commits
106 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

AI dev
Updated
2026-09-08
Lists
1 list mention
First commit
2017-06-02
History
7 history points
License
MIT
Issues
149 open
Forks
869
Commits
1,970 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
awslabs/gluonts

Probabilistic time series modeling in Python

Updated
2026-07-31
Lists
2 list mentions
First commit
2019-05-16
History
7 history points
License
Apache-2.0
Issues
474 open
Forks
828
Commits
1,506 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

Updated
2026-09-06
Lists
1 list mention
First commit
2025-03-04
History
1 history point
License
Apache-2.0
Issues
2 open
Forks
806
Commits
296 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
open-mmlab/mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Updated
2026-03-18
Lists
1 list mention
First commit
2019-12-15
History
4 history points
License
Apache-2.0
Issues
319 open
Forks
1,359
Commits
2,063 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AutoGPTQ/AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Archived
Updated
2025-04-11
Lists
1 list mention
First commit
2023-04-13
History
1 history point
License
MIT
Issues
272 open
Forks
545
Commits
770 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

AI dev
Updated
2026-09-12
Lists
1 list mention
First commit
2023-07-31
History
7 history points
License
NOASSERTION
Issues
1,307 open
Forks
1,151
Commits
13,703 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

Updated
2026-05-26
Lists
2 list mentions
First commit
2022-04-21
History
7 history points
License
Apache-2.0
Issues
147 open
Forks
813
Commits
1,150 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
changyeyu/LLM-RL-Visualized

🌟100+ 原创 LLM / RL 原理图📚,《大模型算法》作者巨献!💥(100+ LLM/RL Algorithm Maps )

Updated
2026-08-29
Lists
2 list mentions
First commit
2025-04-26
History
1 history point
License
NOASSERTION
Issues
3 open
Forks
467
Commits
119 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Updated
2026-09-08
Lists
2 list mentions
First commit
2017-11-24
History
9 history points
License
BSD-3-Clause
Issues
183 open
Forks
720
Commits
2,034 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Updated
2025-01-14
Lists
1 list mention
First commit
2022-10-25
History
1 history point
License
NOASSERTION
Issues
101 open
Forks
666
Commits
1,529 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

Updated
2026-09-08
Lists
1 list mention
First commit
2023-10-14
History
1 history point
License
GPL-3.0
Issues
1 open
Forks
464
Commits
3,834 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
kyegomez/tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

Updated
2025-07-29
Lists
2 list mentions
First commit
2023-05-21
History
6 history points
License
Apache-2.0
Issues
21 open
Forks
376
Commits
273 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
LLMBook-zh/LLMBook-zh.github.io

《大语言模型》作者:赵鑫,李军毅,周昆,唐天一,文继荣

Updated
2025-09-02
Lists
1 list mention
First commit
2024-04-15
History
1 history point
License
Unknown
Issues
13 open
Forks
348
Commits
80 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library

Updated
2025-02-24
Lists
1 list mention
First commit
2020-06-11
History
8 history points
License
MIT
Issues
357 open
Forks
747
Commits
4,388 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
truefoundry/cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

Archived
Updated
2026-03-13
Lists
1 list mention
First commit
2024-04-09
History
1 history point
License
Apache-2.0
Issues
22 open
Forks
393
Commits
413 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2020-12-04
History
7 history points
License
MIT
Issues
179 open
Forks
563
Commits
903 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
ModelTC/LightLLM

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Updated
2026-09-10
Lists
2 list mentions
First commit
2023-07-22
History
7 history points
License
Apache-2.0
Issues
159 open
Forks
362
Commits
977 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

Updated
2026-08-17
Lists
1 list mention
First commit
2021-04-26
History
8 history points
License
Apache-2.0
Issues
8 open
Forks
499
Commits
1,404 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

Updated
2026-09-10
Lists
1 list mention
First commit
2023-11-24
History
1 history point
License
Apache-2.0
Issues
58 open
Forks
219
Commits
1,017 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
torchgeo/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2021-05-11
History
7 history points
License
MIT
Issues
217 open
Forks
584
Commits
3,401 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%